Projects in Awesome Lists tagged with rag-application

https://github.com/kaymen99/langgraph-email-automation

Multi AI agents for customer support email automation built with Langchain & Langgraph

ai-agents ai-automation ai-customer-service ai-customer-support customer-support customer-support-automation email-automation gmail-api langchain langgraph llama3 rag rag-agents rag-application

Last synced: 31 Mar 2025

https://github.com/simranjeet97/learn_rag_from_scratch_llm

Learn Retrieval-Augmented Generation (RAG) from Scratch using LLMs from Hugging Face and Langchain or Python

artificial-intelligence datascience-machinelearning genai-domain genai-usecase generative-ai llm-apps llm-evaluation llm-framework llm-training rag rag-application rag-chatbot rag-embeddings rag-evaluation rag-implementation rag-llm rag-model rag-pipeline retrieval-augmented-generation

Last synced: 15 Apr 2025

https://github.com/iamarunbrahma/rag-api

RAG-API: A production-ready Retrieval Augmented Generation API leveraging LLMs, vector databases, and hybrid search for accurate, context-aware responses with citation support.

anthropic aws-s3 citations fastapi hybrid-search llamaindex llm-apps ollama openai qdrant rag-application retrieval-augmented-generation tavily

Last synced: 02 Apr 2025

https://github.com/mayankbohra/ml-bot

ML Bot is a RAG Application built using google/gemma-2b-it local LLM

gemma-2b llm machine-learning pytorch rag-application sentence-transformers

Last synced: 24 Feb 2025

https://github.com/wahidpanda/pdfkotha.ai

pdfKotha.AI - Interact with PDFs using AI! Upload, ask questions, and get instant answers from Google's Gemini model. Streamline your research and information retrieval tasks effortlessly

app deep-learning gemini-api google llm machine-learning open-source pdf rag-application research-paper streamlit streamlit-webapp text-to-speech

Last synced: 15 Mar 2025

https://github.com/tomlin7/notebook

Have a chat with your documents, research papers and textbooks (RAG)

note-taking notebook notes-app pdf rag rag-application research-assistant

Last synced: 30 Apr 2025

https://github.com/kaos599/betterrag

BetterRAG: Powerful RAG evaluation toolkit for LLMs. Measure, analyze, and optimize how your AI processes text chunks with precision metrics. Perfect for RAG systems, document processing, and embedding quality assessment.

chunking-optimization embeddings embeddings-extraction embeddings-optimization evaluation evaluation-framework optimization rag rag-application rag-evaluation rag-optimization